{"product_id":"real-world-natural-language-processing-practical-applications-with-deep-learning","title":"Real-World Natural Language Processing: Practical applications with deep learning","description":"Real-world Natural Language Processing shows you how to build the practical NLP applications that are transforming the way humans and computers work together.\n\nIn Real-world Natural Language Processing you will learn how to:\n\nDesign, develop, and deploy useful NLP applications\nCreate named entity taggers\nBuild machine translation systems\nConstruct language generation systems and chatbots\nUse advanced NLP concepts such as attention and transfer learning\n\nReal-world Natural Language Processing teaches you how to create practical NLP applications without getting bogged down in complex language theory and the mathematics of deep learning. In this engaging book, you’ll explore the core tools and techniques required to build a huge range of powerful NLP apps, including chatbots, language detectors, and text classifiers.\n\nPurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\n\nAbout the technology\nTraining computers to interpret and generate speech and text is a monumental challenge, and the payoff for reducing labor and improving human\/computer interaction is huge! Th e field of Natural Language Processing (NLP) is advancing rapidly, with countless new tools and practices. This unique book offers an innovative collection of NLP techniques with applications in machine translation, voice assistants, text generation, and more.\n\nAbout the book\nReal-world Natural Language Processing shows you how to build the practical NLP applications that are transforming the way humans and computers work together. Guided by clear explanations of each core NLP topic, you’ll create many interesting applications including a sentiment analyzer and a chatbot. Along the way, you’ll use Python and open source libraries like AllenNLP and HuggingFace Transformers to speed up your development process.\n\nWhat's inside\n\nDesign, develop, and deploy useful NLP applications\nCreate named entity taggers\nBuild machine translation systems\nConstruct language generation systems and chatbots\n\nAbout the reader\nFor Python programmers. No prior machine learning knowledge assumed.\n\nAbout the author\nMasato Hagiwara received his computer science PhD from Nagoya University in 2009. He has interned at Google and Microsoft Research, and worked at Duolingo as a Senior Machine Learning Engineer. He now runs his own research and consulting company.\n\nTable of Contents\nPART 1 BASICS\n1 Introduction to natural language processing\n2 Your first NLP application\n3 Word and document embeddings\n4 Sentence classification\n5 Sequential labeling and language modeling\nPART 2 ADVANCED MODELS\n6 Sequence-to-sequence models\n7 Convolutional neural networks\n8 Attention and Transformer\n9 Transfer learning with pretrained language models\nPART 3 PUTTING INTO PRODUCTION\n10 Best practices in developing NLP applications\n11 Deploying and serving NLP applications\u003cbr\u003eASIN: 1617296422\u003cbr\u003eVSKU: GBV.1617296422.A\u003cbr\u003eCondition: Acceptable\u003cbr\u003eAuthor\/Artist:Hagiwara, Masato\u003cbr\u003eBinding: Paperback\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: This book is in acceptable condition and may have highlighting and or writing throughout. The actual cover image may not match the stock photo, dust jacket may be damaged or missing. Book may show internal and or external wear on spine or cover and may be slightly skewed or have creased pages. This is a used book so codes may be invalid or accompanying media may be missing. May be an Ex library book with stickers and stamps.  \u003cbr\u003e","brand":"Good Books Company","offers":[{"title":"Default Title","offer_id":51671730454833,"sku":"GBV.1617296422.A","price":13.75,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0914\/3730\/2065\/files\/1617296422-0.jpg?v=1753470826","url":"https:\/\/goodbookscompany.org\/products\/real-world-natural-language-processing-practical-applications-with-deep-learning","provider":"Good Books Company","version":"1.0","type":"link"}